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q-bio.MN2026
Convex Analysis of Relaxation Dynamics in Chemical Reaction Networks and Generalized Gradient Flows
Keisuke Sugie, Dimitri Loutchko, Tetsuya J. Kobayashi
We obtain bounds on the Kullback--Leibler divergence to equilibrium for mass-action chemical reaction networks (CRNs) with equilibrium. The associated decay rates are characterized…
q-bio.MN2024
Transitions and Thermodynamics on Species Graphs of Chemical Reaction Networks
Keisuke Sugie, Dimitri Loutchko, Tetsuya J. Kobayashi
Chemical reaction networks (CRNs) exhibit complex dynamics governed by their underlying network structure. In this paper, we propose a novel approach to study the dynamics of CRNs…